Pandas Profiling Report

Dataset statistics

Number of variables	55
Number of observations	35683
Missing cells	19307
Missing cells (%)	1.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	10.4 MiB
Average record size in memory	307.0 B

Variable types

NUM	27
BOOL	18
CAT	9
DATE	1

Warnings

`fire_name` has a high cardinality: 14574 distinct values	High cardinality
`state` has a high cardinality: 51 distinct values	High cardinality
`disc_date_pre` has a high cardinality: 7595 distinct values	High cardinality
`wstation_usaf` has a high cardinality: 1792 distinct values	High cardinality
`weather_file` has a high cardinality: 10413 distinct values	High cardinality
`fire_mag` is highly correlated with `fire_size`	High correlation
`fire_size` is highly correlated with `fire_mag`	High correlation
`Temp_pre_15` is highly correlated with `Temp_pre_30` and 2 other fields	High correlation
`Temp_pre_30` is highly correlated with `Temp_pre_15` and 1 other fields	High correlation
`Temp_pre_7` is highly correlated with `Temp_pre_30` and 2 other fields	High correlation
`Temp_cont` is highly correlated with `Temp_pre_15` and 1 other fields	High correlation
`Wind_pre_15` is highly correlated with `Wind_pre_30` and 1 other fields	High correlation
`Wind_pre_30` is highly correlated with `Wind_pre_15`	High correlation
`Wind_pre_7` is highly correlated with `Wind_pre_15`	High correlation
`Hum_pre_15` is highly correlated with `Hum_pre_30` and 1 other fields	High correlation
`Hum_pre_30` is highly correlated with `Hum_pre_15`	High correlation
`Hum_pre_7` is highly correlated with `Hum_pre_15`	High correlation
`remoteness` is highly correlated with `longitude`	High correlation
`longitude` is highly correlated with `remoteness`	High correlation
`disc_pre_month` is highly correlated with `discovery_month`	High correlation
`discovery_month` is highly correlated with `disc_pre_month`	High correlation
`fire_name` has 19307 (54.1%) missing values	Missing
`Prec_pre_30` is highly skewed (γ1 = 35.09536395)	Skewed
`Prec_pre_7` is highly skewed (γ1 = 22.59013922)	Skewed
`df_index` has unique values	Unique
`Prec_pre_30` has 16227 (45.5%) zeros	Zeros
`Prec_pre_15` has 18932 (53.1%) zeros	Zeros
`Prec_pre_7` has 23207 (65.0%) zeros	Zeros
`Prec_cont` has 25239 (70.7%) zeros	Zeros

Reproduction

Analysis started	2022-12-05 17:41:17.848444
Analysis finished	2022-12-05 17:43:39.474212
Duration	2 minutes and 21.63 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

df_index
Real number (ℝ_≥0)

UNIQUE

Distinct	35683
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	25956.13637
Minimum	0
Maximum	55360
Zeros	1
Zeros (%)	< 0.1%
Memory size	278.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2584.1
Q1	13022.5
median	25883
Q3	38852
95-th percentile	49187.7
Maximum	55360
Range	55360
Interquartile range (IQR)	25829.5

Descriptive statistics

Standard deviation	15042.56335
Coefficient of variation (CV)	0.5795378456
Kurtosis	-1.159871265
Mean	25956.13637
Median Absolute Deviation (MAD)	12909
Skewness	0.02374817235
Sum	926192814
Variance	226278712.1
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
34491	1	< 0.1%
34484	1	< 0.1%
34485	1	< 0.1%
34486	1	< 0.1%
34488	1	< 0.1%
34489	1	< 0.1%
34490	1	< 0.1%
34492	1	< 0.1%
34503	1	< 0.1%
Other values (35673)	35673	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
55360	1	< 0.1%
55359	1	< 0.1%
55356	1	< 0.1%
55352	1	< 0.1%
55350	1	< 0.1%

fire_name
Categorical

HIGH CARDINALITY
MISSING

Distinct	14574
Distinct (%)	89.0%
Missing	19307
Missing (%)	54.1%
Memory size	278.8 KiB

GRASS FIRE	111
STATE	28
LOCAL	17
UNKNOWN	15
RIVER	12
Other values (14569)	16193

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
GRASS FIRE	111	0.3%
STATE	28	0.1%
LOCAL	17	< 0.1%
UNKNOWN	15	< 0.1%
RIVER	12	< 0.1%
BEAR	11	< 0.1%
COTTONWOOD	11	< 0.1%
SPRING	11	< 0.1%
LOCAL FIRE	11	< 0.1%
RAILROAD	10	< 0.1%
Other values (14564)	16139	45.2%
(Missing)	19307	54.1%

Frequencies of value counts

Unique

Unique	13604 ?
Unique (%)	83.1%

Histogram of lengths of the category

Length

Max length	50
Median length	3
Mean length	7.129529468
Min length	1

fire_size
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	2504
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	165.5132713
Minimum	0.51
Maximum	4994
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	0.51
5-th percentile	1
Q1	1
median	3
Q3	12
95-th percentile	406.8
Maximum	4994
Range	4993.49
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	728.6857104
Coefficient of variation (CV)	4.402581766
Kurtosis	23.69098918
Mean	165.5132713
Median Absolute Deviation (MAD)	2
Skewness	4.960343581
Sum	5906010.061
Variance	530982.8646
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	7767	21.8%
2	3728	10.4%
3	2182	6.1%
5	2013	5.6%
4	1270	3.6%
10	1256	3.5%
1.5	884	2.5%
20	685	1.9%
15	677	1.9%
6	612	1.7%
Other values (2494)	14609	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.51	13	< 0.1%
0.52	14	< 0.1%
0.53	15	< 0.1%
0.54	19	0.1%
0.55	21	0.1%

Value	Count	Frequency (%)
4994	1	< 0.1%
4992	1	< 0.1%
4991.9	1	< 0.1%
4991	1	< 0.1%
4990	1	< 0.1%

fire_size_class
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	278.8 KiB

B	25185
C	7525
F	1475
D	999
E	499

Frequencies
Length

Value	Count	Frequency (%)
B	25185	70.6%
C	7525	21.1%
F	1475	4.1%
D	999	2.8%
E	499	1.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

latitude
Real number (ℝ_≥0)

Distinct	32115
Distinct (%)	90.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	35.86008805
Minimum	17.958364
Maximum	68.8194
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	17.958364
5-th percentile	28.896444
Q1	32.24198
median	34.453
Q3	38.717051
95-th percentile	46.7712759
Maximum	68.8194
Range	50.861036
Interquartile range (IQR)	6.475071005

Descriptive statistics

Standard deviation	5.965290724
Coefficient of variation (CV)	0.1663490261
Kurtosis	3.270283817
Mean	35.86008805
Median Absolute Deviation (MAD)	2.82673405
Skewness	0.9433189649
Sum	1279595.522
Variance	35.58469342
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47.8666	18	0.1%
33.3501	11	< 0.1%
18.403494	10	< 0.1%
35.3	10	< 0.1%
47.8	9	< 0.1%
35.8333	9	< 0.1%
33.75	9	< 0.1%
35.2833	9	< 0.1%
18.305115	9	< 0.1%
33.1334	9	< 0.1%
Other values (32105)	35580	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
17.958364	1	< 0.1%
17.969381	4	< 0.1%
17.969784	1	< 0.1%
17.970539	1	< 0.1%
17.976648	1	< 0.1%

Value	Count	Frequency (%)
68.8194	1	< 0.1%
68.1114	1	< 0.1%
68.0827	1	< 0.1%
68.0528	1	< 0.1%
67.983	1	< 0.1%

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	33133
Distinct (%)	92.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-93.89495961
Minimum	-165.1167
Maximum	-65.417709
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	-165.1167
5-th percentile	-120.7142888
Q1	-99.4302985
median	-91.81655
Q3	-83.15926617
95-th percentile	-76.23233
Maximum	-65.417709
Range	99.698991
Interquartile range (IQR)	16.27103233

Descriptive statistics

Standard deviation	14.23749247
Coefficient of variation (CV)	-0.1516321273
Kurtosis	1.533953523
Mean	-93.89495961
Median Absolute Deviation (MAD)	8.43215
Skewness	-1.031909612
Sum	-3350453.844
Variance	202.7061918
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-110.4573	14	< 0.1%
-81.88	12	< 0.1%
-80.45	11	< 0.1%
-110.4507	10	< 0.1%
-67.081078	10	< 0.1%
-79.4333	9	< 0.1%
-82	9	< 0.1%
-81.9	9	< 0.1%
-79.1667	9	< 0.1%
-67.23027	9	< 0.1%
Other values (33123)	35581	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-165.1167	1	< 0.1%
-164.2196	1	< 0.1%
-163.6867	1	< 0.1%
-163.0806	1	< 0.1%
-162.8267	1	< 0.1%

Value	Count	Frequency (%)
-65.417709	3	< 0.1%
-65.627907	1	< 0.1%
-65.806427	1	< 0.1%
-65.827446	1	< 0.1%
-65.911339	1	< 0.1%

state
Categorical

HIGH CARDINALITY

Distinct	51
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	278.8 KiB

TX	4979
GA	2874
MS	2694
CA	2520
FL	1844
Other values (46)	20772

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
TX	4979	14.0%
GA	2874	8.1%
MS	2694	7.5%
CA	2520	7.1%
FL	1844	5.2%
AL	1706	4.8%
NC	1589	4.5%
SC	1483	4.2%
AR	1148	3.2%
OK	1119	3.1%
Other values (41)	13727	38.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	2
Median length	2
Mean length	2
Min length	2

disc_clean_date
Date

Distinct	7595
Distinct (%)	21.3%
Missing	0
Missing (%)	0.0%
Memory size	278.8 KiB

Minimum	1992-01-01 00:00:00
Maximum	2015-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

discovery_month
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	278.8 KiB

Mar	5407
Apr	4892
Jul	3509
Aug	3376
Feb	3330
Other values (7)	15169

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Mar	5407	15.2%
Apr	4892	13.7%
Jul	3509	9.8%
Aug	3376	9.5%
Feb	3330	9.3%
Jun	2818	7.9%
May	2782	7.8%
Sep	2246	6.3%
Jan	2189	6.1%
Oct	2090	5.9%
Other values (2)	3044	8.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

disc_date_pre
Categorical

HIGH CARDINALITY

Distinct	7595
Distinct (%)	21.3%
Missing	0
Missing (%)	0.0%
Memory size	278.8 KiB

1/11/2008	53
1/20/2011	38
5/22/2008	35
1/15/2015	34
2/10/2005	33
Other values (7590)	35490

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
1/11/2008	53	0.1%
1/20/2011	38	0.1%
5/22/2008	35	0.1%
1/15/2015	34	0.1%
2/10/2005	33	0.1%
2/24/2008	32	0.1%
2/5/2007	30	0.1%
1/30/2006	29	0.1%
2/8/1993	29	0.1%
1/25/2007	28	0.1%
Other values (7585)	35342	99.0%

Frequencies of value counts

Unique

Unique	1310 ?
Unique (%)	3.7%

Histogram of lengths of the category

Length

Max length	10
Median length	9
Mean length	8.842137713
Min length	8

disc_pre_year
Real number (ℝ_≥0)

Distinct	25
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2004.821988
Minimum	1991
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	1991
5-th percentile	1993
Q1	2000
median	2006
Q3	2010
95-th percentile	2014
Maximum	2015
Range	24
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	6.436814318
Coefficient of variation (CV)	0.003210666262
Kurtosis	-0.9291578902
Mean	2004.821988
Median Absolute Deviation (MAD)	5
Skewness	-0.3308474439
Sum	71538063
Variance	41.43257856
Monotocity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2006	2544	7.1%
2011	2296	6.4%
2007	2255	6.3%
2005	2251	6.3%
2008	2115	5.9%
2010	1931	5.4%
2009	1681	4.7%
2012	1663	4.7%
2000	1599	4.5%
1999	1513	4.2%
Other values (15)	15835	44.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1991	54	0.2%
1992	912	2.6%
1993	966	2.7%
1994	1083	3.0%
1995	1133	3.2%

Value	Count	Frequency (%)
2015	1424	4.0%
2014	1400	3.9%
2013	1376	3.9%
2012	1663	4.7%
2011	2296	6.4%

disc_pre_month
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	278.8 KiB

Mar	5060
Feb	5038
Jan	3623
Jun	3402
Jul	3393
Other values (7)	15167

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Mar	5060	14.2%
Feb	5038	14.1%
Jan	3623	10.2%
Jun	3402	9.5%
Jul	3393	9.5%
May	2887	8.1%
Apr	2713	7.6%
Aug	2336	6.5%
Dec	2157	6.0%
Sep	2007	5.6%
Other values (2)	3067	8.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	3
Min length	3

wstation_usaf
Categorical

HIGH CARDINALITY

Distinct	1792
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Memory size	278.8 KiB

999999	1331
722348	778
785140	377
722170	308
723235	305
Other values (1787)	32584

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
999999	1331	3.7%
722348	778	2.2%
785140	377	1.1%
722170	308	0.9%
723235	305	0.9%
723200	304	0.9%
722230	300	0.8%
722340	278	0.8%
724236	268	0.8%
722470	245	0.7%
Other values (1782)	31189	87.4%

Frequencies of value counts

Unique

Unique	281 ?
Unique (%)	0.8%

Histogram of lengths of the category

Length

Max length	6
Median length	6
Mean length	6
Min length	6

dstation_m
Real number (ℝ_≥0)

Distinct	35059
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	38428.65289
Minimum	6.166452291
Maximum	197000.4751
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	6.166452291
5-th percentile	7932.797173
Q1	20334.90465
median	33734.67069
Q3	51412.52963
95-th percentile	85707.14858
Maximum	197000.4751
Range	196994.3086
Interquartile range (IQR)	31077.62498

Descriptive statistics

Standard deviation	24424.90423
Coefficient of variation (CV)	0.6355909561
Kurtosis	1.850401175
Mean	38428.65289
Median Absolute Deviation (MAD)	15021.31575
Skewness	1.161196912
Sum	1371249621
Variance	596575946.8
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11620.93756	10	< 0.1%
23880.95406	9	< 0.1%
14838.94444	9	< 0.1%
73111.34427	8	< 0.1%
4248.523517	8	< 0.1%
54885.61453	7	< 0.1%
56062.32434	7	< 0.1%
18683.42691	7	< 0.1%
94055.44221	7	< 0.1%
52760.98383	6	< 0.1%
Other values (35049)	35605	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.166452291	1	< 0.1%
128.5288825	1	< 0.1%
143.0836759	1	< 0.1%
402.0207299	1	< 0.1%
480.5381643	1	< 0.1%

Value	Count	Frequency (%)
197000.4751	1	< 0.1%
193712.042	1	< 0.1%
184797.3498	1	< 0.1%
183077.1568	1	< 0.1%
179167.5924	1	< 0.1%

wstation_wban
Real number (ℝ_≥0)

Distinct	1402
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	59021.68797
Minimum	100
Maximum	99999
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	100
5-th percentile	3715
Q1	13894
median	63846
Q3	99999
95-th percentile	99999
Maximum	99999
Range	99899
Interquartile range (IQR)	86105

Descriptive statistics

Standard deviation	41021.91763
Coefficient of variation (CV)	0.695031251
Kurtosis	-1.754844659
Mean	59021.68797
Median Absolute Deviation (MAD)	36153
Skewness	-0.2151543636
Sum	2106070892
Variance	1682797726
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99999	13624	38.2%
53808	681	1.9%
11603	377	1.1%
3889	319	0.9%
3901	309	0.9%
3813	308	0.9%
13896	305	0.9%
13894	300	0.8%
13978	284	0.8%
13865	278	0.8%
Other values (1392)	18898	53.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100	9	< 0.1%
106	1	< 0.1%
120	3	< 0.1%
122	4	< 0.1%
127	17	< 0.1%

Value	Count	Frequency (%)
99999	13624	38.2%
96408	4	< 0.1%
96402	2	< 0.1%
94999	8	< 0.1%
94997	5	< 0.1%

wstation_byear
Real number (ℝ_≥0)

Distinct	79
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1981.172911
Minimum	1931
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	1931
5-th percentile	1942
Q1	1973
median	1982
Q3	2006
95-th percentile	2008
Maximum	2014
Range	83
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	23.67577737
Coefficient of variation (CV)	0.01195038416
Kurtosis	-1.092804495
Mean	1981.172911
Median Absolute Deviation (MAD)	23
Skewness	-0.4725061292
Sum	70694193
Variance	560.5424342
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1973	7614	21.3%
2006	6999	19.6%
1942	2253	6.3%
2005	1513	4.2%
1990	1186	3.3%
1945	931	2.6%
1941	891	2.5%
1977	873	2.4%
1943	841	2.4%
1999	755	2.1%
Other values (69)	11827	33.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1931	22	0.1%
1932	6	< 0.1%
1933	20	0.1%
1935	141	0.4%
1936	90	0.3%

Value	Count	Frequency (%)
2014	10	< 0.1%
2013	66	0.2%
2012	120	0.3%
2011	265	0.7%
2010	434	1.2%

wstation_eyear
Real number (ℝ_≥0)

Distinct	28
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2016.333184
Minimum	1993
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	1993
5-th percentile	2005
Q1	2014
median	2020
Q3	2020
95-th percentile	2020
Maximum	2020
Range	27
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	6.255906411
Coefficient of variation (CV)	0.003102615412
Kurtosis	0.3740694227
Mean	2016.333184
Median Absolute Deviation (MAD)	0
Skewness	-1.389042904
Sum	71948817
Variance	39.13636503
Monotocity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
2020	23575	66.1%
2005	4478	12.5%
2010	1617	4.5%
2019	1487	4.2%
2018	1311	3.7%
2004	766	2.1%
1999	275	0.8%
2003	265	0.7%
2013	218	0.6%
2009	214	0.6%
Other values (18)	1477	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1993	8	< 0.1%
1994	16	< 0.1%
1995	33	0.1%
1996	106	0.3%
1997	19	0.1%

Value	Count	Frequency (%)
2020	23575	66.1%
2019	1487	4.2%
2018	1311	3.7%
2017	73	0.2%
2016	204	0.6%

fire_mag
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.572107166
Minimum	0.1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.1
median	0.1
Q3	1
95-th percentile	10
Maximum	50
Range	49.9
Interquartile range (IQR)	0.9

Descriptive statistics

Standard deviation	9.929546344
Coefficient of variation (CV)	3.860471475
Kurtosis	18.52654058
Mean	2.572107166
Median Absolute Deviation (MAD)	0
Skewness	4.498978175
Sum	91780.5
Variance	98.5958906
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0.1	25185	70.6%
1	7525	21.1%
50	1475	4.1%
3	999	2.8%
10	499	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	25185	70.6%
1	7525	21.1%
3	999	2.8%
10	499	1.4%
50	1475	4.1%

Value	Count	Frequency (%)
50	1475	4.1%
10	499	1.4%
3	999	2.8%
1	7525	21.1%
0.1	25185	70.6%

weather_file
Categorical

HIGH CARDINALITY

Distinct	10413
Distinct (%)	29.2%
Missing	0
Missing (%)	0.0%
Memory size	278.8 KiB

999999-94943-2005.gz	193
999999-94060-2011.gz	175
999999-63896-2007.gz	144
999999-73801-2012.gz	137
999999-54828-2006.gz	134
Other values (10408)	34900

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
999999-94943-2005.gz	193	0.5%
999999-94060-2011.gz	175	0.5%
999999-63896-2007.gz	144	0.4%
999999-73801-2012.gz	137	0.4%
999999-54828-2006.gz	134	0.4%
999999-54918-2013.gz	121	0.3%
999999-53927-2015.gz	98	0.3%
785140-99999-2005.gz	83	0.2%
999999-04126-2014.gz	79	0.2%
999999-63898-2008.gz	78	0.2%
Other values (10403)	34441	96.5%

Frequencies of value counts

Unique

Unique	4388 ?
Unique (%)	12.3%

Histogram of lengths of the category

Length

Max length	20
Median length	20
Mean length	20
Min length	20

Temp_pre_30
Real number (ℝ)

HIGH CORRELATION

Distinct	33303
Distinct (%)	93.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	15.4552794
Minimum	-49.21052632
Maximum	46.6
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	-49.21052632
5-th percentile	1.707460873
Q1	8.837995118
median	15.10643564
Q3	22.9824197
95-th percentile	28.38419369
Maximum	46.6
Range	95.81052632
Interquartile range (IQR)	14.14442459

Descriptive statistics

Standard deviation	8.667096645
Coefficient of variation (CV)	0.560785504
Kurtosis	-0.6029950479
Mean	15.4552794
Median Absolute Deviation (MAD)	7.014726515
Skewness	-0.1419086177
Sum	551490.7347
Variance	75.11856426
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.4552794	108	0.3%
22	17	< 0.1%
13	17	< 0.1%
15	11	< 0.1%
1	9	< 0.1%
21	9	< 0.1%
24	8	< 0.1%
18	7	< 0.1%
0.44011065	7	< 0.1%
24.54446461	6	< 0.1%
Other values (33293)	35484	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-49.21052632	2	< 0.1%
-18.8	1	< 0.1%
-16.0787234	1	< 0.1%
-15.65116279	1	< 0.1%
-14.6	1	< 0.1%

Value	Count	Frequency (%)
46.6	1	< 0.1%
41.67781955	1	< 0.1%
40	1	< 0.1%
37.2803532	1	< 0.1%
37.19756098	1	< 0.1%

Temp_pre_15
Real number (ℝ)

HIGH CORRELATION

Distinct	31883
Distinct (%)	89.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.18845909
Minimum	-37
Maximum	51.56779661
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	-37
5-th percentile	2.80191319
Q1	9.920366074
median	16.18845909
Q3	23.18441517
95-th percentile	28.79941727
Maximum	51.56779661
Range	88.56779661
Interquartile range (IQR)	13.26404909

Descriptive statistics

Standard deviation	8.298163584
Coefficient of variation (CV)	0.5125974953
Kurtosis	-0.6363246566
Mean	16.18845909
Median Absolute Deviation (MAD)	6.616002847
Skewness	-0.1219550251
Sum	577652.7858
Variance	68.85951887
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.18845909	1452	4.1%
22	9	< 0.1%
13	9	< 0.1%
30	8	< 0.1%
1	8	< 0.1%
27	8	< 0.1%
24	8	< 0.1%
1.814640884	7	< 0.1%
9	7	< 0.1%
15	7	< 0.1%
Other values (31873)	34160	95.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-37	1	< 0.1%
-18.8	1	< 0.1%
-17.36883538	1	< 0.1%
-16.93209076	2	< 0.1%
-15.94447789	1	< 0.1%

Value	Count	Frequency (%)
51.56779661	1	< 0.1%
46	1	< 0.1%
40	1	< 0.1%
38.26814404	1	< 0.1%
38.03043478	1	< 0.1%

Temp_pre_7
Real number (ℝ)

HIGH CORRELATION

Distinct	30639
Distinct (%)	85.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.61028145
Minimum	-19.57113095
Maximum	55
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	-19.57113095
5-th percentile	3.292974062
Q1	10.47371079
median	16.61028145
Q3	23.39811991
95-th percentile	29.19453552
Maximum	55
Range	74.57113095
Interquartile range (IQR)	12.92440912

Descriptive statistics

Standard deviation	8.216445469
Coefficient of variation (CV)	0.4946602195
Kurtosis	-0.5382140277
Mean	16.61028145
Median Absolute Deviation (MAD)	6.459686212
Skewness	-0.1476128907
Sum	592704.673
Variance	67.50997614
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.61028145	2079	5.8%
25	11	< 0.1%
24	9	< 0.1%
27	8	< 0.1%
17	8	< 0.1%
9	8	< 0.1%
12	8	< 0.1%
1	7	< 0.1%
15	7	< 0.1%
3.480952381	7	< 0.1%
Other values (30629)	33531	94.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-19.57113095	2	< 0.1%
-18.078	1	< 0.1%
-16.89863014	2	< 0.1%
-16.45995037	5	< 0.1%
-15.92083333	1	< 0.1%

Value	Count	Frequency (%)
55	1	< 0.1%
52.01449275	1	< 0.1%
50.5	1	< 0.1%
41.16666667	1	< 0.1%
40	1	< 0.1%

Temp_cont
Real number (ℝ)

HIGH CORRELATION

Distinct	33571
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	16.6656543
Minimum	-22.75
Maximum	55
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	-22.75
5-th percentile	3.743401701
Q1	10.94469315
median	16.36333333
Q3	23.29039549
95-th percentile	28.53251614
Maximum	55
Range	77.75
Interquartile range (IQR)	12.34570234

Descriptive statistics

Standard deviation	7.901647137
Coefficient of variation (CV)	0.4741276276
Kurtosis	-0.4709493366
Mean	16.6656543
Median Absolute Deviation (MAD)	6.05447749
Skewness	-0.1538845693
Sum	594680.5425
Variance	62.43602747
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
22	17	< 0.1%
24	12	< 0.1%
10.5	11	< 0.1%
20	10	< 0.1%
29	8	< 0.1%
30	8	< 0.1%
1	8	< 0.1%
19	7	< 0.1%
10	7	< 0.1%
18	7	< 0.1%
Other values (33561)	35588	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-22.75	1	< 0.1%
-16.72625815	2	< 0.1%
-15.46325835	1	< 0.1%
-15.17019831	1	< 0.1%
-14.25	1	< 0.1%

Value	Count	Frequency (%)
55	1	< 0.1%
52	1	< 0.1%
48.4200363	1	< 0.1%
44	1	< 0.1%
40.61111111	1	< 0.1%

Wind_pre_30
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	32857
Distinct (%)	92.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.156725914
Minimum	0.024922118
Maximum	29.8
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	0.024922118
5-th percentile	1.476234598
Q1	2.35266995
median	3.07890411
Q3	3.835584028
95-th percentile	5.173047009
Maximum	29.8
Range	29.77507788
Interquartile range (IQR)	1.482914079

Descriptive statistics

Standard deviation	1.156696664
Coefficient of variation (CV)	0.3664229
Kurtosis	15.18567087
Mean	3.156725914
Median Absolute Deviation (MAD)	0.739686597
Skewness	1.314381029
Sum	112641.4508
Variance	1.337947173
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.156725914	500	1.4%
5.1	24	0.1%
2.6	19	0.1%
3.6	17	< 0.1%
3.1	17	< 0.1%
2.1	14	< 0.1%
2.5	10	< 0.1%
7.7	8	< 0.1%
2.55	7	< 0.1%
4.518899859	7	< 0.1%
Other values (32847)	35060	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.024922118	1	< 0.1%
0.025694444	1	< 0.1%
0.033962264	1	< 0.1%
0.115384615	1	< 0.1%
0.167155067	1	< 0.1%

Value	Count	Frequency (%)
29.8	1	< 0.1%
25.7	1	< 0.1%
21.1	1	< 0.1%
15.9	1	< 0.1%
15.33110465	1	< 0.1%

Wind_pre_15
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	31266
Distinct (%)	87.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.15515711
Minimum	0.017250324
Maximum	29.8
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	0.017250324
5-th percentile	1.43472544
Q1	2.350858414
median	3.131422018
Q3	3.818771202
95-th percentile	5.223092264
Maximum	29.8
Range	29.78274968
Interquartile range (IQR)	1.467912788

Descriptive statistics

Standard deviation	1.174516981
Coefficient of variation (CV)	0.3722530891
Kurtosis	14.314756
Mean	3.15515711
Median Absolute Deviation (MAD)	0.738012611
Skewness	1.294631409
Sum	112585.4712
Variance	1.379490139
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.15515711	1846	5.2%
3.6	15	< 0.1%
2.6	13	< 0.1%
3.1	13	< 0.1%
5.1	13	< 0.1%
2.5	11	< 0.1%
2	11	< 0.1%
3.3	10	< 0.1%
7.7	10	< 0.1%
3	9	< 0.1%
Other values (31256)	33732	94.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.017250324	1	< 0.1%
0.017334778	1	< 0.1%
0.031388889	1	< 0.1%
0.078947368	1	< 0.1%
0.115384615	1	< 0.1%

Value	Count	Frequency (%)
29.8	1	< 0.1%
25.7	1	< 0.1%
21.1	1	< 0.1%
16.83675214	1	< 0.1%
14.07932011	1	< 0.1%

Wind_pre_7
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	29335
Distinct (%)	82.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.136239891
Minimum	0.005189621
Maximum	25.7
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	0.005189621
5-th percentile	1.308752688
Q1	2.29527163
median	3.134319527
Q3	3.810417797
95-th percentile	5.32278481
Maximum	25.7
Range	25.69481038
Interquartile range (IQR)	1.515146167

Descriptive statistics

Standard deviation	1.237166117
Coefficient of variation (CV)	0.394474326
Kurtosis	6.775091824
Mean	3.136239891
Median Absolute Deviation (MAD)	0.768980882
Skewness	1.039628978
Sum	111910.448
Variance	1.530580001
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.136239891	2466	6.9%
3.6	25	0.1%
2.5	15	< 0.1%
3.1	15	< 0.1%
2.6	10	< 0.1%
2	10	< 0.1%
1.9	9	< 0.1%
2.7	8	< 0.1%
3.4	8	< 0.1%
1.8	8	< 0.1%
Other values (29325)	33109	92.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.005189621	1	< 0.1%
0.012560386	1	< 0.1%
0.013226453	1	< 0.1%
0.015308151	1	< 0.1%
0.018452381	1	< 0.1%

Value	Count	Frequency (%)
25.7	1	< 0.1%
21.1	1	< 0.1%
19.88060606	1	< 0.1%
15.70658683	1	< 0.1%
12.68167331	1	< 0.1%

Wind_cont
Real number (ℝ_≥0)

Distinct	33011
Distinct (%)	92.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.160146134
Minimum	0.015328467
Maximum	24.2
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	0.015328467
5-th percentile	1.4525068
Q1	2.365979109
median	3.061559889
Q3	3.819788099
95-th percentile	5.236668966
Maximum	24.2
Range	24.18467153
Interquartile range (IQR)	1.453808991

Descriptive statistics

Standard deviation	1.183834285
Coefficient of variation (CV)	0.3746137788
Kurtosis	7.882182132
Mean	3.160146134
Median Absolute Deviation (MAD)	0.723995
Skewness	1.142474661
Sum	112763.4945
Variance	1.401463614
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.149374305	365	1.0%
3.6	20	0.1%
5.1	19	0.1%
2.6	18	0.1%
3.1	14	< 0.1%
4.125	13	< 0.1%
2.1	12	< 0.1%
2.5	12	< 0.1%
4.1	10	< 0.1%
3.85	10	< 0.1%
Other values (33001)	35190	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.015328467	2	< 0.1%
0.020356234	1	< 0.1%
0.02517857133	1	< 0.1%
0.065625	1	< 0.1%
0.098360656	1	< 0.1%

Value	Count	Frequency (%)
24.2	1	< 0.1%
21.1	1	< 0.1%
20.91207996	1	< 0.1%
17.34948762	1	< 0.1%
14.19266205	1	< 0.1%

Hum_pre_30
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	32229
Distinct (%)	90.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	62.18333945
Minimum	5.625
Maximum	96
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	5.625
5-th percentile	35.82248536
Q1	57.70514243
median	64.52844311
Q3	70.45355296
95-th percentile	77.61120965
Maximum	96
Range	90.375
Interquartile range (IQR)	12.74841052

Descriptive statistics

Standard deviation	12.56385212
Coefficient of variation (CV)	0.2020453103
Kurtosis	1.743381062
Mean	62.18333945
Median Absolute Deviation (MAD)	6.24719189
Skewness	-1.222788218
Sum	2218888.102
Variance	157.85038
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62.18333945	1272	3.6%
67	20	0.1%
94	12	< 0.1%
88	11	< 0.1%
61	11	< 0.1%
37	8	< 0.1%
52	8	< 0.1%
77	8	< 0.1%
78	7	< 0.1%
66.95710059	7	< 0.1%
Other values (32219)	34319	96.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.625	1	< 0.1%
6	1	< 0.1%
7.263812155	1	< 0.1%
8.872077029	1	< 0.1%
9.351165981	1	< 0.1%

Value	Count	Frequency (%)
96	1	< 0.1%
94	12	< 0.1%
93.91666667	1	< 0.1%
93.75757576	1	< 0.1%
93.40298507	1	< 0.1%

Hum_pre_15
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	30771
Distinct (%)	86.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	60.97720575
Minimum	5.977777778
Maximum	94
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	5.977777778
5-th percentile	34.37607284
Q1	56.14859826
median	62.54004577
Q3	69.48261154
95-th percentile	77.39713414
Maximum	94
Range	88.02222222
Interquartile range (IQR)	13.33401328

Descriptive statistics

Standard deviation	12.71301598
Coefficient of variation (CV)	0.208488005
Kurtosis	1.537620718
Mean	60.97720575
Median Absolute Deviation (MAD)	6.74432334
Skewness	-1.112884939
Sum	2175849.633
Variance	161.6207752
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.97720575	2619	7.3%
61	9	< 0.1%
68	9	< 0.1%
65	7	< 0.1%
55	7	< 0.1%
62.96666667	7	< 0.1%
36	7	< 0.1%
71	7	< 0.1%
94	7	< 0.1%
75.2437276	6	< 0.1%
Other values (30761)	32998	92.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.977777778	1	< 0.1%
6	1	< 0.1%
6.4	1	< 0.1%
7.547945205	1	< 0.1%
7.889807163	1	< 0.1%

Value	Count	Frequency (%)
94	7	< 0.1%
93.83333333	1	< 0.1%
93.75	1	< 0.1%
93.5	1	< 0.1%
93.45454545	1	< 0.1%

Hum_pre_7
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	29183
Distinct (%)	81.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	59.81104416
Minimum	5.976608187
Maximum	96
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	5.976608187
5-th percentile	32.84725275
Q1	53.9141072
median	60.65048544
Q3	68.69465102
95-th percentile	77.88571429
Maximum	96
Range	90.02339181
Interquartile range (IQR)	14.78054382

Descriptive statistics

Standard deviation	13.20579566
Coefficient of variation (CV)	0.2207919263
Kurtosis	1.063163753
Mean	59.81104416
Median Absolute Deviation (MAD)	7.55978351
Skewness	-0.9081584586
Sum	2134237.489
Variance	174.3930389
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59.81104416	3226	9.0%
70	15	< 0.1%
49	11	< 0.1%
78	9	< 0.1%
61	9	< 0.1%
65.5	9	< 0.1%
88	9	< 0.1%
75	8	< 0.1%
59	8	< 0.1%
66	8	< 0.1%
Other values (29173)	32371	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.976608187	1	< 0.1%
6	1	< 0.1%
6.4	1	< 0.1%
6.464285714	1	< 0.1%
8.146814404	1	< 0.1%

Value	Count	Frequency (%)
96	1	< 0.1%
95.24	1	< 0.1%
94	7	< 0.1%
93.75	1	< 0.1%
93.51351351	1	< 0.1%

Hum_cont
Real number (ℝ_≥0)

Distinct	32413
Distinct (%)	90.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	61.42273532
Minimum	7.458333333
Maximum	94
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	7.458333333
5-th percentile	34.50931365
Q1	56.68369989
median	63.74632713
Q3	69.79295486
95-th percentile	77.53348809
Maximum	94
Range	86.54166667
Interquartile range (IQR)	13.10925496

Descriptive statistics

Standard deviation	12.76061831
Coefficient of variation (CV)	0.2077507334
Kurtosis	1.603077018
Mean	61.42273532
Median Absolute Deviation (MAD)	6.439882647
Skewness	-1.172388895
Sum	2191747.464
Variance	162.8333796
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60.99052979	1142	3.2%
58	15	< 0.1%
70	10	< 0.1%
61	10	< 0.1%
88	8	< 0.1%
22	8	< 0.1%
67	8	< 0.1%
48	7	< 0.1%
11	7	< 0.1%
56	7	< 0.1%
Other values (32403)	34461	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7.458333333	1	< 0.1%
8.448275862	1	< 0.1%
8.576923077	1	< 0.1%
8.685185185	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
94	6	< 0.1%
93.25555556	1	< 0.1%
93	1	< 0.1%
92.33333333	1	< 0.1%
92	1	< 0.1%

Prec_pre_30
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2638
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	40.20791413
Minimum	0
Maximum	13560.8
Zeros	16227
Zeros (%)	45.5%
Memory size	278.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.6
Q3	45
95-th percentile	155.8
Maximum	13560.8
Range	13560.8
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	136.8483483
Coefficient of variation (CV)	3.403517721
Kurtosis	2818.640087
Mean	40.20791413
Median Absolute Deviation (MAD)	2.6
Skewness	35.09536395
Sum	1434739
Variance	18727.47043
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16227	45.5%
0.3	267	0.7%
0.5	175	0.5%
0.8	164	0.5%
1	137	0.4%
1.8	113	0.3%
1.3	90	0.3%
1.5	79	0.2%
2.3	79	0.2%
7.9	77	0.2%
Other values (2628)	18275	51.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16227	45.5%
0.3	267	0.7%
0.5	175	0.5%
0.6	60	0.2%
0.8	164	0.5%

Value	Count	Frequency (%)
13560.8	1	< 0.1%
4936.7	1	< 0.1%
3267	1	< 0.1%
2899	1	< 0.1%
2839	1	< 0.1%

Prec_pre_15
Real number (ℝ_≥0)

ZEROS

Distinct	1669
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	18.01216826
Minimum	0
Maximum	2527
Zeros	18932
Zeros (%)	53.1%
Memory size	278.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	15.7
95-th percentile	75.9
Maximum	2527
Range	2527
Interquartile range (IQR)	15.7

Descriptive statistics

Standard deviation	69.50628523
Coefficient of variation (CV)	3.858851651
Kurtosis	534.6646407
Mean	18.01216826
Median Absolute Deviation (MAD)	0
Skewness	18.6662257
Sum	642728.2
Variance	4831.123686
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18932	53.1%
0.3	564	1.6%
0.5	301	0.8%
0.8	237	0.7%
1	222	0.6%
1.3	221	0.6%
0.6	165	0.5%
1.8	162	0.5%
1.5	154	0.4%
2.3	141	0.4%
Other values (1659)	14584	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18932	53.1%
0.3	564	1.6%
0.5	301	0.8%
0.6	165	0.5%
0.8	237	0.7%

Value	Count	Frequency (%)
2527	8	< 0.1%
2466	1	< 0.1%
1908	1	< 0.1%
1774	1	< 0.1%
1638	3	< 0.1%

Prec_pre_7
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	1069
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.481161898
Minimum	0
Maximum	1638
Zeros	23207
Zeros (%)	65.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2.3
95-th percentile	35.8
Maximum	1638
Range	1638
Interquartile range (IQR)	2.3

Descriptive statistics

Standard deviation	38.30423458
Coefficient of variation (CV)	5.120091652
Kurtosis	749.9074691
Mean	7.481161898
Median Absolute Deviation (MAD)	0
Skewness	22.59013922
Sum	266950.3
Variance	1467.214387
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23207	65.0%
0.3	900	2.5%
0.5	414	1.2%
0.8	342	1.0%
1	307	0.9%
1.3	261	0.7%
0.6	256	0.7%
2	208	0.6%
1.8	201	0.6%
1.5	185	0.5%
Other values (1059)	9402	26.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23207	65.0%
0.3	900	2.5%
0.5	414	1.2%
0.6	256	0.7%
0.8	342	1.0%

Value	Count	Frequency (%)
1638	5	< 0.1%
1424	1	< 0.1%
1320	1	< 0.1%
1250	1	< 0.1%
1187	1	< 0.1%

Prec_cont
Real number (ℝ_≥0)

ZEROS

Distinct	2349
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	23.74972396
Minimum	0
Maximum	2126
Zeros	25239
Zeros (%)	70.7%
Memory size	278.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7.7
95-th percentile	131.3
Maximum	2126
Range	2126
Interquartile range (IQR)	7.7

Descriptive statistics

Standard deviation	72.53060366
Coefficient of variation (CV)	3.053955649
Kurtosis	160.1716517
Mean	23.74972396
Median Absolute Deviation (MAD)	0
Skewness	9.404680374
Sum	847461.4
Variance	5260.688467
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25239	70.7%
0.3	169	0.5%
0.5	97	0.3%
0.8	83	0.2%
1	74	0.2%
1.3	54	0.2%
1.8	44	0.1%
2.3	39	0.1%
3	37	0.1%
3.6	34	0.1%
Other values (2339)	9813	27.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	25239	70.7%
0.3	169	0.5%
0.5	97	0.3%
0.6	34	0.1%
0.8	83	0.2%

Value	Count	Frequency (%)
2126	1	< 0.1%
2021	1	< 0.1%
1906	1	< 0.1%
1776.9	1	< 0.1%
1743	1	< 0.1%

remoteness
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	35070
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2405336321
Minimum	0.000390296094
Maximum	0.98889249
Zeros	0
Zeros (%)	0.0%
Memory size	278.8 KiB

Quantile statistics

Minimum	0.000390296094
5-th percentile	0.07084114033
Q1	0.142776288
median	0.211509556
Q3	0.2885385641
95-th percentile	0.5032465633
Maximum	0.98889249
Range	0.9885021939
Interquartile range (IQR)	0.1457622761

Descriptive statistics

Standard deviation	0.1343506146
Coefficient of variation (CV)	0.5585523048
Kurtosis	2.297661631
Mean	0.2405336321
Median Absolute Deviation (MAD)	0.07193906595
Skewness	1.236535011
Sum	8582.961594
Variance	0.01805008764
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0203076585	10	< 0.1%
0.02167560651	9	< 0.1%
0.02029442702	9	< 0.1%
0.02086862437	8	< 0.1%
0.01732926128	8	< 0.1%
0.4021945359	7	< 0.1%
0.01901796798	7	< 0.1%
0.02040755263	7	< 0.1%
0.01932802608	7	< 0.1%
0.01955380639	6	< 0.1%
Other values (35060)	35605	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.000390296094	1	< 0.1%
0.0005486117097	1	< 0.1%
0.00115808082	1	< 0.1%
0.001316590235	1	< 0.1%
0.00221340794	1	< 0.1%

Value	Count	Frequency (%)
0.98889249	1	< 0.1%
0.9749885674	1	< 0.1%
0.970484472	1	< 0.1%
0.9698458467	1	< 0.1%
0.9678972373	1	< 0.1%

Cause
Categorical

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	35.5 KiB

Debris Burning	9986
Arson	6217
Miscellaneous	5736
Lightning	4080
Missing/Undefined	3005
Other values (8)	6659

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
Debris Burning	9986	28.0%
Arson	6217	17.4%
Miscellaneous	5736	16.1%
Lightning	4080	11.4%
Missing/Undefined	3005	8.4%
Equipment Use	2898	8.1%
Campfire	909	2.5%
Children	894	2.5%
Smoking	780	2.2%
Railroad	619	1.7%
Other values (3)	559	1.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	17
Median length	13
Mean length	11.23232352
Min length	5

Vegetation_4
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	35172
1	511

Common Values
Chart

Value	Count	Frequency (%)
0	35172	98.6%
1	511	1.4%

Vegetation_9
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	33421
1	2262

Common Values
Chart

Value	Count	Frequency (%)
0	33421	93.7%
1	2262	6.3%

Vegetation_12
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	23720
1	11963

Common Values
Chart

Value	Count	Frequency (%)
0	23720	66.5%
1	11963	33.5%

Vegetation_14
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	35296
1	387

Common Values
Chart

Value	Count	Frequency (%)
0	35296	98.9%
1	387	1.1%

Vegetation_15
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	28761
1	6922

Common Values
Chart

Value	Count	Frequency (%)
0	28761	80.6%
1	6922	19.4%

Vegetation_16
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	27764
1	7919

Common Values
Chart

Value	Count	Frequency (%)
0	27764	77.8%
1	7919	22.2%

Cause_Campfire
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	34774
1	909

Common Values
Chart

Value	Count	Frequency (%)
0	34774	97.5%
1	909	2.5%

Cause_Children
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	34789
1	894

Common Values
Chart

Value	Count	Frequency (%)
0	34789	97.5%
1	894	2.5%

Cause_Debris Burning
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	25697
1	9986

Common Values
Chart

Value	Count	Frequency (%)
0	25697	72.0%
1	9986	28.0%

Cause_Equipment Use
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	32785
1	2898

Common Values
Chart

Value	Count	Frequency (%)
0	32785	91.9%
1	2898	8.1%

Cause_Fireworks
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	35517
1	166

Common Values
Chart

Value	Count	Frequency (%)
0	35517	99.5%
1	166	0.5%

Cause_Lightning
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	31603
1	4080

Common Values
Chart

Value	Count	Frequency (%)
0	31603	88.6%
1	4080	11.4%

Cause_Miscellaneous
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	29947
1	5736

Common Values
Chart

Value	Count	Frequency (%)
0	29947	83.9%
1	5736	16.1%

Cause_Missing/Undefined
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	32678
1	3005

Common Values
Chart

Value	Count	Frequency (%)
0	32678	91.6%
1	3005	8.4%

Cause_Powerline
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	35341
1	342

Common Values
Chart

Value	Count	Frequency (%)
0	35341	99.0%
1	342	1.0%

Cause_Railroad
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	35064
1	619

Common Values
Chart

Value	Count	Frequency (%)
0	35064	98.3%
1	619	1.7%

Cause_Smoking
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	34903
1	780

Common Values
Chart

Value	Count	Frequency (%)
0	34903	97.8%
1	780	2.2%

Cause_Structure
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	34.8 KiB

0	35632
1	51

Common Values
Chart

Value	Count	Frequency (%)
0	35632	99.9%
1	51	0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	df_index	fire_name	fire_size	fire_size_class	latitude	longitude	state	disc_clean_date	discovery_month	disc_date_pre	disc_pre_year	disc_pre_month	wstation_usaf	dstation_m	wstation_wban	wstation_byear	wstation_eyear	fire_mag	weather_file	Temp_pre_30	Temp_pre_15	Temp_pre_7	Temp_cont	Wind_pre_30	Wind_pre_15	Wind_pre_7	Wind_cont	Hum_pre_30	Hum_pre_15	Hum_pre_7	Hum_cont	Prec_pre_30	Prec_pre_15	Prec_pre_7	Prec_cont	remoteness	Cause	Vegetation_12	Vegetation_15	Vegetation_16	Cause_Campfire	Cause_Debris Burning	Cause_Fireworks	Cause_Miscellaneous	Cause_Missing/Undefined
0	0	NaN	10.0	C	18.105072	-66.753044	PR	2007-02-11	Feb	1/12/2007	2007	Jan	785140	58917.697160	11603	1945	2018	1.0	785140-11603-2007.gz	24.480974	24.716923	24.902597	24.527961	4.341807	3.492857	3.262092	3.250413	78.216590	76.793750	76.381579	78.724370	0.0	0.0	0.0	0.0	0.017923	Missing/Undefined	1	0	0	0	0	0	0	1
1	1	NaN	3.0	B	35.038330	-87.610000	TN	2006-12-11	Dec	11/11/2006	2006	Nov	723235	32665.343270	13896	1978	2020	0.1	723235-13896-2006.gz	7.553433	7.010000	0.343529	10.448298	2.709764	2.881707	1.976471	2.122320	70.840000	65.858911	55.505882	81.682678	59.8	8.4	0.0	86.8	0.184355	Arson	0	1	0	0	0	0	0	0
2	2	NaN	60.0	C	34.947800	-88.722500	MS	2004-02-29	Feb	1/30/2004	2004	Jan	723235	105122.149500	13896	1978	2020	1.0	723235-13896-2004.gz	4.971930	5.782766	5.558750	13.696600	3.364499	2.923830	2.695833	3.369050	75.531629	75.868613	76.812834	65.063800	168.8	42.2	18.1	124.5	0.194544	Arson	0	0	1	0	0	0	0	0
3	3	WNA 1	1.0	B	39.641400	-119.308300	NV	2005-06-06	Jun	5/7/2005	2005	May	724880	43433.329780	23185	1942	2020	0.1	724880-23185-2005.gz	16.275967	18.996181	18.142564	17.804904	4.054982	3.398329	3.671282	3.708198	44.778429	37.140811	35.353846	39.091029	10.4	7.2	0.0	0.0	0.487447	Debris Burning	0	0	0	0	1	0	0	0
4	6	NaN	5.2	B	31.316978	-83.393649	GA	2009-01-10	Jan	12/11/2008	2008	Dec	747810	42972.940280	99999	2006	2020	0.1	747810-13857-2008.gz	14.877341	16.409326	16.610281	15.965650	2.000214	1.727202	3.136240	2.287885	79.896679	73.431818	59.811044	71.046514	26.0	0.0	0.0	0.0	0.148904	Debris Burning	1	0	0	0	1	0	0	0
5	7	NaN	1.0	B	30.904720	-93.557500	TX	2005-11-12	Nov	10/13/2005	2005	Oct	722820	64017.117540	99999	1984	2020	0.1	722820-99999-2005.gz	16.851939	16.997783	20.434783	11.985560	1.331257	1.472949	1.424783	2.148857	72.899478	75.061381	77.924623	70.732911	28.4	27.5	1.2	55.4	0.241894	Campfire	1	0	0	1	0	0	0	0
6	8	NaN	1.0	B	35.900310	-92.061180	AR	2007-08-08	Aug	7/9/2007	2007	Jul	723448	42133.151870	53934	1973	2020	0.1	723448-53934-2007.gz	26.655241	27.264870	28.968064	28.682688	1.768074	1.705297	1.827944	2.103090	68.319022	67.575419	65.077844	60.196858	6.6	3.3	0.0	46.4	0.224629	Arson	0	1	0	0	0	0	0	0
7	9	CRAZY	1.0	B	48.839400	-99.718500	ND	2004-04-19	Apr	3/20/2004	2004	Mar	727675	129109.881400	99999	1936	2020	0.1	727675-99999-2004.gz	4.600950	6.861878	6.053333	5.838721	6.380760	6.334254	6.645333	6.453449	64.606509	55.943038	54.337838	58.295795	12.3	1.8	0.0	0.0	0.291683	Miscellaneous	0	1	0	0	0	0	1	0
8	10	NaN	8.3	B	30.845339	-83.127987	GA	2010-03-06	Mar	2/4/2010	2010	Feb	722166	14990.341800	99999	2006	2020	0.1	722166-93845-2010.gz	8.410983	9.007193	8.209000	14.328047	1.988671	1.745012	2.224500	1.750701	71.260870	69.281030	64.797980	73.072072	76.3	26.2	8.4	40.5	0.146888	Debris Burning	1	0	0	0	1	0	0	0
9	13	NaN	1.0	B	31.767380	-93.146870	LA	2014-07-06	Jul	6/6/2014	2014	Jun	722319	5852.660168	99999	1942	2020	0.1	722319-53943-2014.gz	26.384493	26.068167	26.519048	26.927303	1.771639	1.629743	2.019048	1.382182	79.940012	79.942122	67.630952	76.706792	62.8	4.3	0.0	56.2	0.237431	Fireworks	1	0	0	0	0	1	0	0

Last rows

	df_index	fire_name	fire_size	fire_size_class	latitude	longitude	state	disc_clean_date	discovery_month	disc_date_pre	disc_pre_year	disc_pre_month	wstation_usaf	dstation_m	wstation_wban	wstation_byear	wstation_eyear	fire_mag	weather_file	Temp_pre_30	Temp_pre_15	Temp_pre_7	Temp_cont	Wind_pre_30	Wind_pre_15	Wind_pre_7	Wind_cont	Hum_pre_30	Hum_pre_15	Hum_pre_7	Hum_cont	Prec_pre_30	Prec_pre_15	Prec_pre_7	Prec_cont	remoteness	Cause	Vegetation_9	Vegetation_12	Vegetation_15	Vegetation_16	Cause_Equipment Use	Cause_Lightning	Cause_Miscellaneous	Cause_Missing/Undefined
35673	55338	GEM CITY 1	3636.0	F	35.771876	-100.108795	TX	2015-11-05	Nov	10/6/2015	2015	Oct	722637	29905.410770	93046	1998	2018	50.0	722637-93046-2015.gz	16.444578	13.701298	13.405169	7.681822	3.264458	2.949490	3.160040	3.920502	65.239574	70.725672	70.793241	68.264528	2.5	2.5	0.0	0.5	0.346991	Equipment Use	0	0	1	0	1	0	0	0
35674	55339	LEBANON FIRE	4800.0	F	45.135700	-99.908700	SD	2015-04-01	Apr	3/2/2015	2015	Mar	726685	60174.228780	99999	2006	2020	50.0	726685-94052-2015.gz	3.390566	3.966190	5.167179	8.710361	5.229937	5.769286	6.023590	5.456159	58.984906	61.466667	60.994872	56.239420	4.4	4.4	4.1	12.2	0.182660	Equipment Use	1	0	0	0	1	0	0	0
35675	55344	015-029	3500.0	F	38.270000	-96.170000	KS	2015-03-22	Mar	2/20/2015	2015	Feb	724556	6904.591272	13989	2005	2020	50.0	724556-13989-2015.gz	2.810625	9.786395	8.455365	7.017461	4.333925	3.932880	4.338627	4.201810	65.405963	61.326087	67.666667	64.799572	17.6	7.7	7.7	0.0	0.356856	Arson	0	0	0	0	0	0	0	0
35676	55346	53	3200.0	F	38.130000	-96.310000	KS	2015-03-23	Mar	2/21/2015	2015	Feb	724556	24275.895870	13989	2005	2020	50.0	724556-13989-2015.gz	3.273004	9.927540	8.637021	7.279188	4.300105	3.795034	4.308085	4.134408	64.748843	62.009615	68.995413	65.251290	17.6	7.7	7.7	0.0	0.357491	Miscellaneous	0	0	0	0	0	0	1	0
35677	55347	NaN	3200.0	F	46.679234	-93.270841	MN	2015-04-02	Apr	3/3/2015	2015	Mar	720258	7336.259003	4997	2004	2018	50.0	720258-04997-2015.gz	0.601852	1.153704	1.702381	10.666667	3.375324	3.321852	3.609722	4.813889	62.685115	61.382153	61.598309	51.583333	0.0	0.0	0.0	0.0	0.289345	Miscellaneous	0	0	1	0	0	0	1	0
35678	55350	PRICKLEY PEAR	3452.0	F	30.400883	-101.331933	TX	2015-08-28	Aug	7/29/2015	2015	Jul	722616	93404.952670	3032	1984	2020	50.0	722616-03032-2015.gz	31.270833	30.603352	30.543452	28.793750	3.455211	3.415100	3.379755	3.082979	44.411268	47.176638	47.944785	39.510638	4.6	4.6	0.0	0.0	0.429604	Miscellaneous	0	1	0	0	0	0	1	0
35679	55352	9 MILE	4704.0	F	48.937900	-119.309100	WA	2015-08-13	Aug	7/14/2015	2015	Jul	727890	54876.461030	94197	1988	2020	50.0	727890-94197-2015.gz	24.484044	25.601090	24.363529	21.204970	3.608033	3.363661	3.304706	4.537914	30.502770	27.437158	32.905882	36.257773	5.4	0.0	0.0	4.4	0.151893	Miscellaneous	0	0	1	0	0	0	1	0
35680	55356	SA HILL	4336.0	F	34.316000	-112.268300	AZ	2015-08-02	Aug	7/3/2015	2015	Jul	723723	39824.767950	23184	1946	2020	50.0	723723-23184-2015.gz	23.350785	23.093421	24.573373	24.465102	3.351969	2.970263	2.924852	3.193614	45.053836	46.349030	40.786982	49.818887	86.9	78.8	6.9	41.0	0.192487	Lightning	0	0	0	1	0	1	0	0
35681	55359	50TH ST	3500.0	F	37.678611	-96.249722	KS	2015-03-21	Mar	2/19/2015	2015	Feb	720426	71289.729040	141	2008	2018	50.0	720426-00141-2015.gz	4.040390	10.079851	10.792415	14.275880	3.748422	3.371681	3.712774	4.053697	65.333170	65.610338	68.433839	67.544737	0.0	0.0	0.0	0.0	0.366712	Missing/Undefined	0	0	0	0	0	0	0	1
35682	55360	LILLIAM RANCH	3500.0	F	37.606667	-96.422500	KS	2015-02-12	Feb	1/13/2015	2015	Jan	724504	71869.175550	99999	1973	2020	50.0	724504-03974-2015.gz	3.686132	3.039857	4.437563	-0.052527	5.100510	5.694737	4.975000	4.559206	62.971774	69.376658	68.118919	64.008028	20.1	18.8	0.0	3.8	0.365622	Missing/Undefined	0	0	0	0	0	0	0	1

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows